Pandas Profiling Report

Dataset statistics

Number of variables	23
Number of observations	5500
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	132
Duplicate rows (%)	2.4%
Total size in memory	988.4 KiB
Average record size in memory	184.0 B

Variable types

NUM	22
BOOL	1

Warnings

Dataset has 132 (2.4%) duplicate rows	Duplicates
`A_retweets_received` is highly correlated with `A_mentions_received` and 1 other fields	High correlation
`A_mentions_received` is highly correlated with `A_retweets_received` and 1 other fields	High correlation
`A_network_feature_1` is highly correlated with `A_mentions_received` and 1 other fields	High correlation
`B_retweets_received` is highly correlated with `B_mentions_received` and 1 other fields	High correlation
`B_mentions_received` is highly correlated with `B_retweets_received` and 1 other fields	High correlation
`B_network_feature_1` is highly correlated with `B_mentions_received` and 1 other fields	High correlation
`A_mentions_received` is highly skewed (γ1 = 33.58961239)	Skewed
`A_retweets_received` is highly skewed (γ1 = 34.59942871)	Skewed
`B_mentions_received` is highly skewed (γ1 = 35.77483351)	Skewed
`B_retweets_received` is highly skewed (γ1 = 37.56081788)	Skewed
`A_listed_count` has 60 (1.1%) zeros	Zeros
`A_network_feature_1` has 212 (3.9%) zeros	Zeros
`A_network_feature_2` has 346 (6.3%) zeros	Zeros
`A_network_feature_3` has 260 (4.7%) zeros	Zeros
`B_network_feature_1` has 194 (3.5%) zeros	Zeros
`B_network_feature_2` has 341 (6.2%) zeros	Zeros
`B_network_feature_3` has 247 (4.5%) zeros	Zeros

Reproduction

Analysis started	2021-03-12 03:14:41.043287
Analysis finished	2021-03-12 03:15:40.084092
Duration	59.04 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

Choice
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	43.0 KiB

1	2802
0	2698

Common Values
Chart

Value	Count	Frequency (%)
1	2802	50.9%
0	2698	49.1%

A_follower_count
Real number (ℝ_≥0)

Distinct	759
Distinct (%)	13.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	649883.9504
Minimum	16
Maximum	36543194
Zeros	0
Zeros (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	16
5-th percentile	223
Q1	2663.75
median	45589
Q3	392738
95-th percentile	3166413
Maximum	36543194
Range	36543178
Interquartile range (IQR)	390074.25

Descriptive statistics

Standard deviation	2028787.444
Coefficient of variation (CV)	3.121768806
Kurtosis	104.5567818
Mean	649883.9504
Median Absolute Deviation (MAD)	45335
Skewness	8.232330439
Sum	3574361727
Variance	4.115978492e+12
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1043	53	1.0%
127	50	0.9%
794	40	0.7%
1352348	37	0.7%
5151	33	0.6%
173872	31	0.6%
254	30	0.5%
57840	30	0.5%
126738	29	0.5%
41367	28	0.5%
Other values (749)	5139	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
16	1	< 0.1%
19	1	< 0.1%
20	19	0.3%
21	13	0.2%
38	17	0.3%

Value	Count	Frequency (%)
36543194	3	0.1%
35420121	2	< 0.1%
17842623	19	0.3%
14003896	2	< 0.1%
10422587	5	0.1%

A_following_count
Real number (ℝ_≥0)

Distinct	673
Distinct (%)	12.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	12658.94945
Minimum	0
Maximum	1165830
Zeros	35
Zeros (%)	0.6%
Memory size	43.0 KiB

Quantile statistics

Minimum	0
5-th percentile	57
Q1	322
median	778
Q3	2838
95-th percentile	53468
Maximum	1165830
Range	1165830
Interquartile range (IQR)	2516

Descriptive statistics

Standard deviation	49008.66704
Coefficient of variation (CV)	3.871463996
Kurtosis	108.8287556
Mean	12658.94945
Median Absolute Deviation (MAD)	628
Skewness	8.562459449
Sum	69624222
Variance	2401849445
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
906	70	1.3%
320	48	0.9%
357	48	0.9%
927	45	0.8%
551	41	0.7%
6	38	0.7%
243	38	0.7%
331	37	0.7%
858	35	0.6%
0	35	0.6%
Other values (663)	5065	92.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	35	0.6%
1	24	0.4%
2	2	< 0.1%
3	21	0.4%
5	3	0.1%

Value	Count	Frequency (%)
1165830	1	< 0.1%
550744	17	0.3%
331717	19	0.3%
276251	23	0.4%
260467	1	< 0.1%

A_listed_count
Real number (ℝ_≥0)

ZEROS

Distinct	523
Distinct (%)	9.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5952.453273
Minimum	0
Maximum	549144
Zeros	60
Zeros (%)	1.1%
Memory size	43.0 KiB

Quantile statistics

Minimum	0
5-th percentile	5
Q1	85
median	932
Q3	6734
95-th percentile	25928
Maximum	549144
Range	549144
Interquartile range (IQR)	6649

Descriptive statistics

Standard deviation	17339.14119
Coefficient of variation (CV)	2.912940328
Kurtosis	539.9960204
Mean	5952.453273
Median Absolute Deviation (MAD)	924
Skewness	18.73086226
Sum	32738493
Variance	300645817.2
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	70	1.3%
6	68	1.2%
213	61	1.1%
2	60	1.1%
0	60	1.1%
8	59	1.1%
9	53	1.0%
44	50	0.9%
5	45	0.8%
417	44	0.8%
Other values (513)	4930	89.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	60	1.1%
1	43	0.8%
2	60	1.1%
3	70	1.3%
4	23	0.4%

Value	Count	Frequency (%)
549144	3	0.1%
243073	2	< 0.1%
101523	1	< 0.1%
98965	5	0.1%
90405	19	0.3%

A_mentions_received
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	719
Distinct (%)	13.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2666.031878
Minimum	0.1005033585
Maximum	1145218.988
Zeros	0
Zeros (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	0.1005033585
5-th percentile	0.3019826139
Q1	3.453648517
median	48.7654172
Q3	349.8196251
95-th percentile	7068.594081
Maximum	1145218.988
Range	1145218.887
Interquartile range (IQR)	346.3659766

Descriptive statistics

Standard deviation	29165.43283
Coefficient of variation (CV)	10.93964145
Kurtosis	1287.684759
Mean	2666.031878
Median Absolute Deviation (MAD)	48.4084739
Skewness	33.58961239
Sum	14663175.33
Variance	850622472.4
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1005033585	212	3.9%
0.3569432987	49	0.9%
19129.84866	37	0.7%
23.00439711	33	0.6%
346.5474983	31	0.6%
2.718281338	30	0.5%
271.7598603	30	0.5%
171.8195552	29	0.5%
0.4523399003	29	0.5%
18.77670307	28	0.5%
Other values (709)	4992	90.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1005033585	212	3.9%
0.2827175856	1	< 0.1%
0.2845581334	1	< 0.1%
0.2882951908	1	< 0.1%
0.290192078	16	0.3%

Value	Count	Frequency (%)
1145218.988	3	0.1%
173636.2389	20	0.4%
65758.40354	18	0.3%
38159.53861	20	0.4%
33169.80682	2	< 0.1%

A_retweets_received
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	582
Distinct (%)	10.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1032.371839
Minimum	0.1005033585
Maximum	435825.8742
Zeros	0
Zeros (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	0.1005033585
5-th percentile	0.1005033585
Q1	0.716815998
median	14.02911332
Q3	118.7044071
95-th percentile	3773.248759
Maximum	435825.8742
Range	435825.7737
Interquartile range (IQR)	117.9875911

Descriptive statistics

Standard deviation	10954.95322
Coefficient of variation (CV)	10.61144135
Kurtosis	1354.196735
Mean	1032.371839
Median Absolute Deviation (MAD)	13.92860996
Skewness	34.59942871
Sum	5678045.114
Variance	120011000.1
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1005033585	710	12.9%
0.3102473647	40	0.7%
0.3674625562	38	0.7%
0.2773056408	38	0.7%
14552.73399	37	0.7%
13.52950273	33	0.6%
0.3060734589	32	0.6%
85.7971307	31	0.6%
35.95580416	30	0.5%
0.9324577381	30	0.5%
Other values (572)	4481	81.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1005033585	710	12.9%
0.2703389255	1	< 0.1%
0.275537618	28	0.5%
0.2773056408	38	0.7%
0.2790915225	4	0.1%

Value	Count	Frequency (%)
435825.8742	3	0.1%
52349.67421	20	0.4%
32054.0556	18	0.3%
18082.7436	20	0.4%
14552.73399	37	0.7%

A_mentions_sent
Real number (ℝ_≥0)

Distinct	500
Distinct (%)	9.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6.011872554
Minimum	0.1005033585
Maximum	76.80951445
Zeros	0
Zeros (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	0.1005033585
5-th percentile	0.1005033585
Q1	0.3595336011
median	2.299665752
Q3	7.198330439
95-th percentile	25.92191397
Maximum	76.80951445
Range	76.70901109
Interquartile range (IQR)	6.838796838

Descriptive statistics

Standard deviation	9.519797337
Coefficient of variation (CV)	1.583499525
Kurtosis	15.87498869
Mean	6.011872554
Median Absolute Deviation (MAD)	2.199162393
Skewness	3.345269568
Sum	33065.29905
Variance	90.62654134
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1005033585	1085	19.7%
0.3674625562	58	1.1%
0.3621500682	53	1.0%
0.3395221406	53	1.0%
0.3347656668	52	0.9%
0.3569432987	51	0.9%
0.3595336011	50	0.9%
2.065418033	37	0.7%
4.849392376	33	0.6%
0.349326776	31	0.6%
Other values (490)	3997	72.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1005033585	1085	19.7%
0.3324230437	4	0.1%
0.3347656668	52	0.9%
0.3371319527	27	0.5%
0.3395221406	53	1.0%

Value	Count	Frequency (%)
76.80951445	23	0.4%
51.62000484	18	0.3%
50.65720089	1	< 0.1%
49.91863286	24	0.4%
41.31718936	17	0.3%

A_retweets_sent
Real number (ℝ_≥0)

Distinct	247
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.109924349
Minimum	0.1005033585
Maximum	16.29053977
Zeros	0
Zeros (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	0.1005033585
5-th percentile	0.1005033585
Q1	0.1005033585
median	0.3419364717
Q3	1.320681034
95-th percentile	4.967946648
Maximum	16.29053977
Range	16.19003641
Interquartile range (IQR)	1.220177676

Descriptive statistics

Standard deviation	1.910103869
Coefficient of variation (CV)	1.720931585
Kurtosis	14.48332644
Mean	1.109924349
Median Absolute Deviation (MAD)	0.2414331132
Skewness	3.437989052
Sum	6104.583919
Variance	3.648496789
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1005033585	2355	42.8%
0.3419364717	140	2.5%
0.3371319527	103	1.9%
0.3395221406	93	1.7%
0.3324230437	73	1.3%
0.3518401439	52	0.9%
0.3569432987	47	0.9%
0.5959620807	45	0.8%
0.5833695849	43	0.8%
0.3347656668	42	0.8%
Other values (237)	2507	45.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1005033585	2355	42.8%
0.3324230437	73	1.3%
0.3347656668	42	0.8%
0.3371319527	103	1.9%
0.3395221406	93	1.7%

Value	Count	Frequency (%)
16.29053977	2	< 0.1%
13.86715225	3	0.1%
13.09838332	20	0.4%
12.62828272	16	0.3%
9.26024468	24	0.4%

A_posts
Real number (ℝ_≥0)

Distinct	553
Distinct (%)	10.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	9.090729926
Minimum	0.1005033585
Maximum	193.0724182
Zeros	0
Zeros (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	0.1005033585
5-th percentile	0.1005033585
Q1	0.6324395152
median	3.555193991
Q3	10.6918785
95-th percentile	33.68290205
Maximum	193.0724182
Range	192.9719149
Interquartile range (IQR)	10.05943898

Descriptive statistics

Standard deviation	18.31106014
Coefficient of variation (CV)	2.014256313
Kurtosis	37.48003451
Mean	9.090729926
Median Absolute Deviation (MAD)	3.203353847
Skewness	5.285798866
Sum	49999.01459
Variance	335.2949236
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1005033585	670	12.2%
0.3518401439	70	1.3%
0.3569432987	56	1.0%
0.3621500682	53	1.0%
0.3674625562	43	0.8%
16.2815025	37	0.7%
0.3324230437	36	0.7%
0.349326776	35	0.6%
0.34437519	33	0.6%
4.371197408	33	0.6%
Other values (543)	4434	80.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1005033585	670	12.2%
0.3324230437	36	0.7%
0.3347656668	10	0.2%
0.3371319527	32	0.6%
0.3395221406	9	0.2%

Value	Count	Frequency (%)
193.0724182	16	0.3%
132.1303984	2	< 0.1%
104.4386255	23	0.4%
100.5377967	18	0.3%
93.31157133	20	0.4%

A_network_feature_1
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	345
Distinct (%)	6.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5267.768
Minimum	0
Maximum	920838
Zeros	212
Zeros (%)	3.9%
Memory size	43.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	12
median	195
Q3	1323
95-th percentile	23939
Maximum	920838
Range	920838
Interquartile range (IQR)	1311

Descriptive statistics

Standard deviation	28946.77735
Coefficient of variation (CV)	5.49507445
Kurtosis	559.018898
Mean	5267.768
Median Absolute Deviation (MAD)	193
Skewness	19.65301155
Sum	28972724
Variance	837915918.7
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	268	4.9%
2	261	4.7%
0	212	3.9%
3	99	1.8%
9	91	1.7%
4	88	1.6%
5	83	1.5%
6	67	1.2%
11	66	1.2%
18	62	1.1%
Other values (335)	4203	76.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	212	3.9%
1	268	4.9%
2	261	4.7%
3	99	1.8%
4	88	1.6%

Value	Count	Frequency (%)
920838	3	0.1%
213718	20	0.4%
187674	18	0.3%
88154	20	0.4%
61842	14	0.3%

A_network_feature_2
Real number (ℝ_≥0)

ZEROS

Distinct	691
Distinct (%)	12.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	84.80520923
Minimum	0
Maximum	1121
Zeros	346
Zeros (%)	6.3%
Memory size	43.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	14.99186992
median	54.92523364
Q3	109.6956522
95-th percentile	268.1329827
Maximum	1121
Range	1121
Interquartile range (IQR)	94.70378226

Descriptive statistics

Standard deviation	104.0732043
Coefficient of variation (CV)	1.227202966
Kurtosis	17.39997051
Mean	84.80520923
Median Absolute Deviation (MAD)	42.48523364
Skewness	3.201795126
Sum	466428.6508
Variance	10831.23185
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	346	6.3%
0.5	44	0.8%
1	43	0.8%
3.092447697	37	0.7%
96.58762887	33	0.6%
268.1329827	31	0.6%
21.5	30	0.5%
294.1707317	30	0.5%
126.0441595	29	0.5%
3	29	0.5%
Other values (681)	4848	88.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	346	6.3%
0.5	44	0.8%
0.5714285714	1	< 0.1%
0.6666666667	1	< 0.1%
0.7777777778	1	< 0.1%

Value	Count	Frequency (%)
1121	2	< 0.1%
844.5	1	< 0.1%
840.6666667	1	< 0.1%
836	23	0.4%
824.2758621	1	< 0.1%

A_network_feature_3
Real number (ℝ_≥0)

ZEROS

Distinct	733
Distinct (%)	13.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3747.219758
Minimum	0
Maximum	144651.4615
Zeros	260
Zeros (%)	4.7%
Memory size	43.0 KiB

Quantile statistics

Minimum	0
5-th percentile	7.5
Q1	1180.805341
median	2206.420734
Q3	4390.37931
95-th percentile	11514.81196
Maximum	144651.4615
Range	144651.4615
Interquartile range (IQR)	3209.57397

Descriptive statistics

Standard deviation	5757.339852
Coefficient of variation (CV)	1.536429733
Kurtosis	107.0708578
Mean	3747.219758
Median Absolute Deviation (MAD)	1421.42183
Skewness	7.685269144
Sum	20609708.67
Variance	33146962.17
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	260	4.7%
597.5636364	37	0.7%
2232.690722	33	0.6%
9307.214876	31	0.6%
1412.3	30	0.5%
8733.976718	30	0.5%
3627.968661	29	0.5%
876.4339623	28	0.5%
1651.5	28	0.5%
3293.31746	28	0.5%
Other values (723)	4966	90.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	260	4.7%
7.5	16	0.3%
9	19	0.3%
11	17	0.3%
12	24	0.4%

Value	Count	Frequency (%)
144651.4615	1	< 0.1%
62386.91667	18	0.3%
61470.8	1	< 0.1%
58998.66667	1	< 0.1%
58574	1	< 0.1%

B_follower_count
Real number (ℝ_≥0)

Distinct	760
Distinct (%)	13.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	685486.8605
Minimum	20
Maximum	36543194
Zeros	0
Zeros (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	20
5-th percentile	228
Q1	2498.25
median	44027
Q3	370114.25
95-th percentile	3302480
Maximum	36543194
Range	36543174
Interquartile range (IQR)	367616

Descriptive statistics

Standard deviation	2160612.349
Coefficient of variation (CV)	3.151938387
Kurtosis	94.64164414
Mean	685486.8605
Median Absolute Deviation (MAD)	43760
Skewness	7.989598377
Sum	3770177733
Variance	4.668245724e+12
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1043	62	1.1%
794	48	0.9%
127	42	0.8%
1352348	38	0.7%
78083	33	0.6%
102116	31	0.6%
254	31	0.6%
1433	30	0.5%
871652	30	0.5%
2273871	30	0.5%
Other values (750)	5125	93.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
20	21	0.4%
21	14	0.3%
37	1	< 0.1%
38	12	0.2%
44	20	0.4%

Value	Count	Frequency (%)
36543194	2	< 0.1%
35420121	3	0.1%
28819413	3	0.1%
17842623	20	0.4%
10422587	1	< 0.1%

B_following_count
Real number (ℝ_≥0)

Distinct	668
Distinct (%)	12.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	12738.25982
Minimum	0
Maximum	664324
Zeros	32
Zeros (%)	0.6%
Memory size	43.0 KiB

Quantile statistics

Minimum	0
5-th percentile	57
Q1	322
median	773
Q3	2838
95-th percentile	53468
Maximum	664324
Range	664324
Interquartile range (IQR)	2516

Descriptive statistics

Standard deviation	50054.52087
Coefficient of variation (CV)	3.929463018
Kurtosis	72.82008143
Mean	12738.25982
Median Absolute Deviation (MAD)	619.5
Skewness	7.718710599
Sum	70060429
Variance	2505455060
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
906	68	1.2%
322	46	0.8%
858	43	0.8%
243	43	0.8%
357	41	0.7%
193	41	0.7%
331	38	0.7%
551	38	0.7%
81	37	0.7%
6	37	0.7%
Other values (658)	5068	92.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	32	0.6%
1	34	0.6%
2	9	0.2%
3	19	0.3%
5	2	< 0.1%

Value	Count	Frequency (%)
664324	3	0.1%
550744	21	0.4%
331717	18	0.3%
276251	19	0.3%
154157	20	0.4%

B_listed_count
Real number (ℝ_≥0)

Distinct	528
Distinct (%)	9.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5903.148364
Minimum	0
Maximum	549144
Zeros	46
Zeros (%)	0.8%
Memory size	43.0 KiB

Quantile statistics

Minimum	0
5-th percentile	5
Q1	75
median	890
Q3	6734
95-th percentile	22729
Maximum	549144
Range	549144
Interquartile range (IQR)	6659

Descriptive statistics

Standard deviation	16298.46202
Coefficient of variation (CV)	2.760977874
Kurtosis	483.9488159
Mean	5903.148364
Median Absolute Deviation (MAD)	882
Skewness	16.95024932
Sum	32467316
Variance	265639864.1
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8	69	1.3%
3	68	1.2%
213	67	1.2%
6	67	1.2%
9	59	1.1%
16	53	1.0%
2	50	0.9%
52	48	0.9%
44	47	0.9%
0	46	0.8%
Other values (518)	4926	89.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	46	0.8%
1	45	0.8%
2	50	0.9%
3	68	1.2%
4	28	0.5%

Value	Count	Frequency (%)
549144	2	< 0.1%
243073	3	0.1%
190130	3	0.1%
98965	1	< 0.1%
90405	20	0.4%

B_mentions_received
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	732
Distinct (%)	13.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2554.597689
Minimum	0.1005033585
Maximum	1145218.988
Zeros	0
Zeros (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	0.1005033585
5-th percentile	0.3019826139
Q1	3.260473308
median	48.7654172
Q3	374.3698693
95-th percentile	6881.482996
Maximum	1145218.988
Range	1145218.887
Interquartile range (IQR)	371.1093959

Descriptive statistics

Standard deviation	25088.72807
Coefficient of variation (CV)	9.821009463
Kurtosis	1572.893895
Mean	2554.597689
Median Absolute Deviation (MAD)	48.40325392
Skewness	35.77483351
Sum	14050287.29
Variance	629444276.4
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1005033585	194	3.5%
0.3569432987	38	0.7%
19129.84866	38	0.7%
2.718281338	37	0.7%
165.5944836	33	0.6%
1729.451634	31	0.6%
6782.405338	30	0.5%
133.2133449	30	0.5%
0.3395221406	30	0.5%
12.3557961	29	0.5%
Other values (722)	5010	91.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1005033585	194	3.5%
0.2686405698	2	< 0.1%
0.290192078	20	0.4%
0.2921081257	1	< 0.1%
0.2940435274	20	0.4%

Value	Count	Frequency (%)
1145218.988	2	< 0.1%
173636.2389	23	0.4%
65758.40354	19	0.3%
38159.53861	18	0.3%
33169.80682	3	0.1%

B_retweets_received
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	590
Distinct (%)	10.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	997.1499539
Minimum	0.1005033585
Maximum	435825.8742
Zeros	0
Zeros (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	0.1005033585
5-th percentile	0.1005033585
Q1	0.7145563401
median	14.02911332
Q3	107.0810211
95-th percentile	3773.248759
Maximum	435825.8742
Range	435825.7737
Interquartile range (IQR)	106.3664647

Descriptive statistics

Standard deviation	9342.00688
Coefficient of variation (CV)	9.36870813
Kurtosis	1710.280639
Mean	997.1499539
Median Absolute Deviation (MAD)	13.92860996
Skewness	37.56081788
Sum	5484324.746
Variance	87273092.55
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1005033585	705	12.8%
0.3102473647	50	0.9%
0.2773056408	42	0.8%
0.3060734589	41	0.7%
14552.73399	38	0.7%
0.9324577381	37	0.7%
0.3674625562	34	0.6%
89.14315641	33	0.6%
763.6597393	31	0.6%
2944.524245	30	0.5%
Other values (580)	4459	81.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1005033585	705	12.8%
0.2686405698	1	< 0.1%
0.275537618	24	0.4%
0.2773056408	42	0.8%
0.2790915225	4	0.1%

Value	Count	Frequency (%)
435825.8742	2	< 0.1%
52349.67421	23	0.4%
32054.0556	19	0.3%
18082.7436	18	0.3%
14552.73399	38	0.7%

B_mentions_sent
Real number (ℝ_≥0)

Distinct	518
Distinct (%)	9.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6.09965758
Minimum	0.1005033585
Maximum	76.80951445
Zeros	0
Zeros (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	0.1005033585
5-th percentile	0.1005033585
Q1	0.3569432987
median	2.251398297
Q3	6.866840486
95-th percentile	26.96692474
Maximum	76.80951445
Range	76.70901109
Interquartile range (IQR)	6.509897187

Descriptive statistics

Standard deviation	9.729557116
Coefficient of variation (CV)	1.595098903
Kurtosis	13.88135224
Mean	6.09965758
Median Absolute Deviation (MAD)	2.150894938
Skewness	3.183133318
Sum	33548.11669
Variance	94.66428167
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1005033585	1138	20.7%
0.3621500682	65	1.2%
0.3674625562	58	1.1%
0.3595336011	52	0.9%
0.3395221406	48	0.9%
0.3569432987	42	0.8%
0.3347656668	41	0.7%
2.065418033	38	0.7%
5.186266845	33	0.6%
30.82997666	31	0.6%
Other values (508)	3954	71.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1005033585	1138	20.7%
0.3324230437	5	0.1%
0.3347656668	41	0.7%
0.3371319527	27	0.5%
0.3395221406	48	0.9%

Value	Count	Frequency (%)
76.80951445	20	0.4%
51.62000484	28	0.5%
49.91863286	26	0.5%
46.40539363	1	< 0.1%
42.55465726	1	< 0.1%

B_retweets_sent
Real number (ℝ_≥0)

Distinct	257
Distinct (%)	4.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.106236403
Minimum	0.1005033585
Maximum	16.29053977
Zeros	0
Zeros (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	0.1005033585
5-th percentile	0.1005033585
Q1	0.1005033585
median	0.3419364717
Q3	1.320681034
95-th percentile	5.092200727
Maximum	16.29053977
Range	16.19003641
Interquartile range (IQR)	1.220177676

Descriptive statistics

Standard deviation	1.939914236
Coefficient of variation (CV)	1.753616343
Kurtosis	15.17639199
Mean	1.106236403
Median Absolute Deviation (MAD)	0.2414331132
Skewness	3.53458049
Sum	6084.300216
Variance	3.763267242
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1005033585	2369	43.1%
0.3419364717	136	2.5%
0.3371319527	105	1.9%
0.3395221406	88	1.6%
0.3518401439	68	1.2%
0.3324230437	59	1.1%
0.3347656668	45	0.8%
0.5959620807	44	0.8%
0.3569432987	40	0.7%
0.5809552537	38	0.7%
Other values (247)	2508	45.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1005033585	2369	43.1%
0.3324230437	59	1.1%
0.3347656668	45	0.8%
0.3371319527	105	1.9%
0.3395221406	88	1.6%

Value	Count	Frequency (%)
16.29053977	4	0.1%
13.86715225	3	0.1%
13.09838332	13	0.2%
12.62828272	24	0.4%
11.66521642	1	< 0.1%

B_posts
Real number (ℝ_≥0)

Distinct	581
Distinct (%)	10.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	9.505820753
Minimum	0.1005033585
Maximum	193.0724182
Zeros	0
Zeros (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	0.1005033585
5-th percentile	0.1005033585
Q1	0.8225839644
median	3.342998511
Q3	10.60050154
95-th percentile	34.97797772
Maximum	193.0724182
Range	192.9719149
Interquartile range (IQR)	9.777917574

Descriptive statistics

Standard deviation	19.42468042
Coefficient of variation (CV)	2.043451158
Kurtosis	33.98525477
Mean	9.505820753
Median Absolute Deviation (MAD)	2.998623321
Skewness	5.071156328
Sum	52282.01414
Variance	377.3182096
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1005033585	687	12.5%
0.3518401439	89	1.6%
0.3621500682	61	1.1%
0.3569432987	41	0.7%
16.2815025	38	0.7%
0.3674625562	37	0.7%
7.179363785	33	0.6%
0.3371319527	31	0.6%
93.31157133	31	0.6%
66.2062083	30	0.5%
Other values (571)	4422	80.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1005033585	687	12.5%
0.3324230437	24	0.4%
0.3347656668	4	0.1%
0.3371319527	31	0.6%
0.3395221406	7	0.1%

Value	Count	Frequency (%)
193.0724182	19	0.3%
132.1303984	4	0.1%
104.4386255	20	0.4%
100.5377967	18	0.3%
93.31157133	31	0.6%

B_network_feature_1
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	350
Distinct (%)	6.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5254.933636
Minimum	0
Maximum	920838
Zeros	194
Zeros (%)	3.5%
Memory size	43.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	11
median	190
Q3	1323
95-th percentile	23939
Maximum	920838
Range	920838
Interquartile range (IQR)	1312

Descriptive statistics

Standard deviation	26778.82013
Coefficient of variation (CV)	5.095938784
Kurtosis	518.0561237
Mean	5254.933636
Median Absolute Deviation (MAD)	188
Skewness	17.88157958
Sum	28902135
Variance	717105207.3
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	300	5.5%
1	287	5.2%
0	194	3.5%
9	93	1.7%
4	89	1.6%
3	87	1.6%
5	79	1.4%
6	77	1.4%
10	61	1.1%
11	56	1.0%
Other values (340)	4177	75.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	194	3.5%
1	287	5.2%
2	300	5.5%
3	87	1.6%
4	89	1.6%

Value	Count	Frequency (%)
920838	2	< 0.1%
213718	23	0.4%
187674	19	0.3%
99704	3	0.1%
88154	18	0.3%

B_network_feature_2
Real number (ℝ_≥0)

ZEROS

Distinct	708
Distinct (%)	12.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	85.02419566
Minimum	0
Maximum	1861.583333
Zeros	341
Zeros (%)	6.2%
Memory size	43.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	15.17656766
median	54.92523364
Q3	112.1914894
95-th percentile	268.1329827
Maximum	1861.583333
Range	1861.583333
Interquartile range (IQR)	97.01492171

Descriptive statistics

Standard deviation	106.6893837
Coefficient of variation (CV)	1.254812032
Kurtosis	28.17450349
Mean	85.02419566
Median Absolute Deviation (MAD)	42.61496416
Skewness	3.725045074
Sum	467633.0761
Variance	11382.6246
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	341	6.2%
0.5	48	0.9%
1	41	0.7%
3.092447697	38	0.7%
21.5	37	0.7%
82.98695652	33	0.6%
12.31026948	31	0.6%
6.859364312	30	0.5%
135.1584507	30	0.5%
117.0980392	29	0.5%
Other values (698)	4842	88.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	341	6.2%
0.1428571429	1	< 0.1%
0.5	48	0.9%
0.7777777778	1	< 0.1%
0.9475754064	13	0.2%

Value	Count	Frequency (%)
1861.583333	1	< 0.1%
840.6666667	3	0.1%
836	27	0.5%
824.2758621	1	< 0.1%
799.4705882	1	< 0.1%

B_network_feature_3
Real number (ℝ_≥0)

ZEROS

Distinct	743
Distinct (%)	13.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3745.17548
Minimum	0
Maximum	75526.08333
Zeros	247
Zeros (%)	4.5%
Memory size	43.0 KiB

Quantile statistics

Minimum	0
5-th percentile	9
Q1	1206.5
median	2206.420734
Q3	4349.908608
95-th percentile	11447.5
Maximum	75526.08333
Range	75526.08333
Interquartile range (IQR)	3143.408608

Descriptive statistics

Standard deviation	5518.39959
Coefficient of variation (CV)	1.473468898
Kurtosis	55.32708383
Mean	3745.17548
Median Absolute Deviation (MAD)	1421.547927
Skewness	6.119837226
Sum	20598465.14
Variance	30452734.03
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	247	4.5%
597.5636364	38	0.7%
1412.3	37	0.7%
3777.766667	33	0.6%
1636.379704	31	0.6%
5187.5	30	0.5%
1113.202016	30	0.5%
6075.882353	29	0.5%
9307.214876	28	0.5%
269.5	28	0.5%
Other values (733)	4969	90.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	247	4.5%
0.5	1	< 0.1%
6	1	< 0.1%
7.5	22	0.4%
9	17	0.3%

Value	Count	Frequency (%)
75526.08333	1	< 0.1%
62386.91667	18	0.3%
58998.66667	3	0.1%
50118.07143	1	< 0.1%
39603.5	1	< 0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

First rows

	Choice	A_follower_count	A_following_count	A_listed_count	A_mentions_received	A_retweets_received	A_mentions_sent	A_retweets_sent	A_posts	A_network_feature_1	A_network_feature_2	A_network_feature_3	B_follower_count	B_following_count	B_listed_count	B_mentions_received	B_retweets_received	B_mentions_sent	B_retweets_sent	B_posts	B_network_feature_1	B_network_feature_2	B_network_feature_3
0	0	228	302	3	0.583979	0.100503	0.100503	0.100503	0.362150	2	166.500000	11355.000000	34463	29808	1689	15.430498	3.984029	8.204331	0.332423	6.988815	66	75.530303	1916.893939
1	0	21591	1179	228	90.456506	25.798292	5.709329	1.111159	5.176620	369	18.442971	1330.366048	39262	848	1610	40.495021	8.943607	3.227677	0.564343	1.070321	163	132.030675	2931.515337
2	0	7310	1215	101	25.503644	9.556347	5.361519	0.591206	3.589718	95	68.927835	5999.896907	3622	482	206	0.734696	0.354379	0.603202	0.100503	0.603202	3	10.333333	277.333333
3	0	20	7	2	7.690824	0.277306	1.331508	0.100503	2.830627	6	2.000000	96.166667	19562	17637	278	572.874856	390.293681	27.552040	7.167557	32.101906	1762	23.469296	1395.845634
4	1	45589	862	2641	148.854279	36.998884	27.881768	3.333492	23.861282	551	127.404293	2833.847943	7554	1711	181	21.601866	3.581661	6.764657	1.119727	4.563246	85	48.500000	1993.627907
5	0	285735	276251	3417	19.327582	7.292016	0.100503	0.100503	0.100503	60	44.806452	4144.258065	11147	1500	474	40.592512	5.923009	19.648064	1.861765	12.261029	128	107.431818	2481.136364
6	0	285735	276251	3417	19.327582	7.292016	0.100503	0.100503	0.100503	60	44.806452	4144.258065	185616	1001	15117	266.013874	54.345230	13.111904	0.334766	13.665173	928	172.986229	5321.646186
7	1	9512	12	213	52.167068	23.182288	0.362150	0.100503	6.806045	195	11.678571	564.040816	8120	710	959	7.368643	2.088375	1.598798	0.595812	1.332849	29	205.533333	4302.466667
8	1	2273871	4524	11946	6782.405338	2944.524245	12.955723	2.791861	66.206208	21678	6.859364	1113.202016	298668	551	6209	493.256379	206.660552	4.115212	0.854539	3.075463	2021	75.970098	3865.446569
9	0	182598	1402	3831	145.844910	74.002958	23.549189	0.100503	15.953243	567	276.496516	8038.066202	117913	1299	9950	189.755230	67.310223	11.294831	2.567269	10.933766	791	185.542033	5535.939774

Last rows

	Choice	A_follower_count	A_following_count	A_listed_count	A_mentions_received	A_retweets_received	A_mentions_sent	A_retweets_sent	A_posts	A_network_feature_1	A_network_feature_2	A_network_feature_3	B_follower_count	B_following_count	B_listed_count	B_mentions_received	B_retweets_received	B_mentions_sent	B_retweets_sent	B_posts	B_network_feature_1	B_network_feature_2	B_network_feature_3
5490	1	2208080	240	39725	1404.436304	431.103945	2.596749	0.100503	5.559490	5748	75.878553	2812.668562	2843700	5337	56504	17670.645963	9277.324614	20.778006	16.290540	132.130398	58691	25.682301	1595.083804
5491	0	708	631	26	18.776703	5.999681	7.747919	4.967947	10.691878	52	33.207547	876.433962	4189	2094	187	6.697366	1.425678	4.483607	1.332955	3.773553	29	79.206897	2846.793103
5492	0	44	79	1	0.576872	0.100503	0.100503	0.100503	0.100503	2	33.500000	629.000000	242529	7561	3702	242.633636	106.676389	7.198330	2.040511	10.073921	894	63.098999	8653.065628
5493	0	268170	2087	7870	48.073720	6.383899	0.356943	0.356943	0.356943	207	29.914692	915.327014	723800	328	7257	1695.430195	317.463665	3.581057	1.858226	6.484086	5210	13.598488	1336.213611
5494	1	25360	20872	461	1.482593	0.716816	1.083654	1.083654	2.532744	7	228.571429	9940.714286	1140	927	69	0.577497	0.100503	0.341936	0.100503	0.341936	2	14.500000	1206.500000
5495	0	41765	185	1356	1529.643058	282.858500	76.809514	5.392171	104.438625	3307	50.132042	3585.789866	804394	1370	15143	6881.482996	5013.642295	22.683131	2.385538	18.420981	23958	21.324988	1413.825398
5496	1	112	243	5	1.445174	0.100503	0.100503	0.100503	0.603177	5	96.600000	1414.200000	794	479	8	0.306073	0.306073	0.100503	0.100503	1.621981	1	49.000000	4969.000000
5497	0	15385	673	747	55.993546	22.321945	6.946233	0.341936	6.503977	202	152.495098	3286.617647	7554	1711	181	21.601866	3.581661	6.764657	1.119727	4.563246	85	48.500000	1993.627907
5498	0	265258	209	551	631.915946	457.648550	5.460985	0.100503	7.498126	2603	3.826314	506.692136	322682	37601	22232	176.533716	42.330221	6.849227	1.345073	4.359865	696	234.338068	7168.464489
5499	0	628	921	6	3.943848	0.618590	4.769930	0.870136	2.953237	8	210.625000	14027.500000	504004	3109	12772	311.800311	142.633229	4.486090	1.049408	4.806823	1280	48.532819	1554.489575

Most frequent

	A_follower_count	A_following_count	A_listed_count	A_mentions_received	A_retweets_received	A_mentions_sent	A_retweets_sent	A_posts	A_network_feature_1	A_network_feature_2	A_network_feature_3	B_follower_count	B_following_count	B_listed_count	B_mentions_received	B_retweets_received	B_mentions_sent	B_retweets_sent	B_posts	B_network_feature_1	B_network_feature_2	B_network_feature_3	count
27	2470	357	119	1.126474	0.323284	0.337132	0.337132	0.596162	5	60.60	1983.000000	143101	128686	8742	874.212873	347.630667	4.498471	0.100503	34.977978	2767	105.734781	5276.962620	3
0	38	0	0	0.100503	0.100503	0.100503	0.100503	0.346839	0	0.00	0.000000	1043	81	40	2.718281	0.932458	0.100503	0.100503	0.100503	10	21.500000	1412.300000	2
1	127	36	2	0.100503	0.100503	0.100503	0.100503	0.344375	0	0.00	0.000000	53678	1751	496	191.438870	62.724945	0.100503	0.100503	0.100503	599	15.176568	3087.463696	2
2	127	106	4	1.093772	0.100503	0.367463	0.100503	0.623902	5	105.40	1190.000000	173872	2804	16328	346.547498	85.797131	6.812974	1.337915	7.574687	1323	268.132983	9307.214876	2
3	148	398	2	0.100503	0.100503	0.100503	0.100503	0.100503	0	0.00	0.000000	364	927	6	0.551680	0.310247	0.834981	0.339522	0.832591	2	1.500000	122.000000	2
4	254	534	1	3.453649	0.277306	0.810485	0.341936	1.276667	12	6.75	573.916667	39262	848	1610	40.495021	8.943607	3.227677	0.564343	1.070321	163	132.030675	2931.515337	2
5	267	352	8	0.301983	0.100503	0.334766	0.100503	0.566685	1	92.00	1299.000000	102116	293	970	1729.451634	763.659739	30.829977	8.568367	93.311571	4067	12.310269	1636.379704	2
6	267	352	8	0.301983	0.100503	0.334766	0.100503	0.566685	1	92.00	1299.000000	242529	7561	3702	242.633636	106.676389	7.198330	2.040511	10.073921	894	63.098999	8653.065628	2
7	272	733	5	1.566738	0.346839	1.574399	0.337132	1.052308	6	28.50	554.500000	4491415	756	29876	4499.996251	2206.571898	26.966925	12.628283	29.069822	16646	22.747726	2206.420734	2
8	323	542	6	0.100503	0.100503	0.100503	0.100503	0.608280	0	0.00	0.000000	21591	1179	228	90.456506	25.798292	5.709329	1.111159	5.176620	369	18.442971	1330.366048	2

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows

Duplicate rows

Most frequent